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Aging and renewal events in sporadically modulated systems

Academic Article
Publication Date:
2007
abstract:
We describe a form of modulation, namely a dishomogeneous Poisson process whose event rate changes sporadically and randomly in time with a chosen prescription, so as to share many statistical properties with a corresponding non- Poisson renewal process. Using our prescription the correlation function and the waiting time distribution between events are the same. If we study a continuous-time random walk, where the walker has only two possible velocities, randomly established at the times of the events, we show that the two processes also share the same second moment. ? However, the modulated diffusion process undergoes a dynamical transition between superstatistics and a Levy walk process, sharing the scaling properties of the renewal process only asymptotically. The aging experiment - based on the evaluation of the waiting time for the next event, given a certain time distance between another previous event and the beginning of the observation - seems to be the key experiment to discriminate between the two processes.
Iris type:
01.01 Articolo in rivista
Keywords:
Renewal processes; Intermittency; Continuous time random walk; Time series analysis; Anomalous diffusion
List of contributors:
Paradisi, Paolo
Authors of the University:
PARADISI PAOLO
Handle:
https://iris.cnr.it/handle/20.500.14243/229026
Published in:
CHAOS, SOLITONS AND FRACTALS
Journal
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